developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_7607_v1
model_name: chaiml-mn24b-v2preferwin_7607_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-28T04:20:10+00:00
num_battles: 5470
num_wins: 2669
celo_rating: 1274.47
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5541369603739862, 'latency_mean': 1.8045014822483063, 'latency_p50': 1.7867090702056885, 'latency_p90': 2.0112302541732787}, {'batch_size': 3, 'throughput': 1.1020408303754523, 'latency_mean': 2.701901990175247, 'latency_p50': 2.7170969247817993, 'latency_p90': 2.988807129859924}, {'batch_size': 5, 'throughput': 1.4360897364346605, 'latency_mean': 3.4628884279727936, 'latency_p50': 3.4638928174972534, 'latency_p90': 3.9732197761535644}, {'batch_size': 6, 'throughput': 1.533672339574207, 'latency_mean': 3.8812356889247894, 'latency_p50': 3.921509265899658, 'latency_p90': 4.42346568107605}, {'batch_size': 8, 'throughput': 1.7075431095803704, 'latency_mean': 4.649888652563095, 'latency_p50': 4.583489537239075, 'latency_p90': 5.39155843257904}, {'batch_size': 10, 'throughput': 1.7713574202448645, 'latency_mean': 5.593224807977676, 'latency_p50': 5.576985955238342, 'latency_p90': 6.45955798625946}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_7607_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-27
win_ratio: 0.48793418647166364
generation_params: {'temperature': 0.6, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwin-7607-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-7607-v1-mkmlizer to finish
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: Downloaded to shared memory in 78.776s
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp675l9enl, device:0
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: quantized model in 286.210s
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3 in 364.986s
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v1/nvidia
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v1/nvidia/config.json
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-7607-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-7607-v1-mkmlizer completed after 439.33s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-7607-v1-mkmlizer
Pipeline stage MKMLizer completed in 439.82s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-7607-v1
Waiting for inference service chaiml-mn24b-v2preferwin-7607-v1 to be ready
Inference service chaiml-mn24b-v2preferwin-7607-v1 ready after 60.778398513793945s
Pipeline stage MKMLDeployer completed in 61.27s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.120708465576172s
Received healthy response to inference request in 1.5872876644134521s
Received healthy response to inference request in 1.8879659175872803s
Received healthy response to inference request in 1.6572983264923096s
Received healthy response to inference request in 1.2741634845733643s
5 requests
0 failed requests
5th percentile: 1.3367883205413817
10th percentile: 1.3994131565093995
20th percentile: 1.5246628284454347
30th percentile: 1.6012897968292237
40th percentile: 1.6292940616607665
50th percentile: 1.6572983264923096
60th percentile: 1.7495653629302979
70th percentile: 1.8418323993682861
80th percentile: 1.9345144271850587
90th percentile: 2.0276114463806154
95th percentile: 2.0741599559783936
99th percentile: 2.111398763656616
mean time: 1.7054847717285155
Pipeline stage StressChecker completed in 9.99s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.80s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 1.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7607_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7607_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_7607_v1 status is now torndown due to DeploymentManager action